Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-12 0.252017 0.282195 0.315954 0.356793 0.405233 0.461321 0.531871
2025-01-19 0.197336 0.235255 0.281617 0.343537 0.425758 0.533757 0.690947
2025-01-26 0.176641 0.220955 0.279049 0.363224 0.486514 0.668457 0.974694
2025-02-02 0.167202 0.217849 0.288376 0.398342 0.575032 0.867989 1.444932
2025-02-09 0.156190 0.210075 0.288792 0.419148 0.645885 1.063609 2.022884
2025-02-16 0.145771 0.201235 0.285541 0.432528 0.706809 1.264249 2.758325
2025-02-23 0.134605 0.189623 0.275908 0.432714 0.742924 1.429556 3.556434
2025-03-02 0.120759 0.172266 0.254638 0.408328 0.724152 1.464566 4.008419
2025-03-09 0.111673 0.161503 0.242926 0.399378 0.735090 1.577016 4.866913
2025-03-16 0.104209 0.152626 0.233333 0.392760 0.749376 1.705622 5.988003
2025-03-23 0.099578 0.147952 0.230447 0.398727 0.794186 1.945589 8.126898
2025-03-30 0.092310 0.138240 0.217562 0.382309 0.780523 1.997581 9.326602
2025-04-06 0.084954 0.128164 0.203679 0.363211 0.759376 2.029194 10.644914
2025-04-13 0.078892 0.119967 0.192673 0.349149 0.749494 2.103765 12.715825
2025-04-20 0.077566 0.119905 0.196873 0.369160 0.839371 2.635861 22.966835
2025-04-27 0.077913 0.122814 0.207092 0.405047 0.991501 3.635618 59.989230
2025-05-04 0.076564 0.122490 0.210835 0.426331 1.108779 4.666119 167.690762
2025-05-11 0.074562 0.120767 0.211492 0.440026 1.207402 5.791363 623.106716
2025-05-18 0.071573 0.116931 0.207294 0.440216 1.256619 6.678089 2989.822116
2025-05-25 0.066815 0.109393 0.194528 0.415254 1.197455 6.539226 5159.286465
2025-06-01 0.063655 0.104783 0.187771 0.406096 1.201662 7.044684 76067.908856
2025-06-08 0.060917 0.100835 0.182141 0.399326 1.214387 7.697191 NaN
2025-06-15 0.059313 0.099015 0.181057 0.405431 1.287456 9.293259 NaN